|
gptkbp:instanceOf
|
gptkb:word_embedding_model
|
|
gptkbp:author
|
Jeffrey Pennington, Richard Socher, Christopher D. Manning
|
|
gptkbp:availableOn
|
https://nlp.stanford.edu/projects/glove/
|
|
gptkbp:basedOn
|
co-occurrence statistics
|
|
gptkbp:citation
|
gptkb:EMNLP_2014
gptkb:GloVe:_Global_Vectors_for_Word_Representation
2014
|
|
gptkbp:developedBy
|
gptkb:Stanford_University
gptkb:Richard_Socher
gptkb:Christopher_Manning
gptkb:Jeffrey_Pennington
|
|
gptkbp:embeddingDimension
|
100
300
50
200
|
|
gptkbp:firstPublished
|
2014
|
|
gptkbp:fullName
|
gptkb:Global_Vectors_for_Word_Representation
|
|
gptkbp:input
|
large text corpora
|
|
gptkbp:language
|
English
|
|
gptkbp:license
|
gptkb:Apache_License_2.0
|
|
gptkbp:openSource
|
true
|
|
gptkbp:output
|
vector representations of words
|
|
gptkbp:relatedTo
|
gptkb:fastText
gptkb:word2vec
|
|
gptkbp:trainer
|
gptkb:Twitter
gptkb:Wikipedia
gptkb:Gigaword
gptkb:Common_Crawl
|
|
gptkbp:usedFor
|
gptkb:machine_learning
natural language processing
semantic analysis
word similarity
|
|
gptkbp:bfsParent
|
gptkb:Christopher_Manning
gptkb:Chris_Manning
|
|
gptkbp:bfsLayer
|
6
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
GloVe word embeddings
|